{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2022,4,5]],"date-time":"2022-04-05T08:25:11Z","timestamp":1649147111309},"reference-count":0,"publisher":"IOS Press","license":[{"start":{"date-parts":[[2020,12,2]],"date-time":"2020-12-02T00:00:00Z","timestamp":1606867200000},"content-version":"unspecified","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc\/4.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2020,12,2]]},"abstract":"<jats:p>Taking a given mixture as an example, 25,000 samples were selected for the detection of 7 indicators. Firstly, the correlation between each indicator and the test result is analyzed, The T test is used to identify the main indicators that can be used to determine the existence of a specific component. Secondly, three comprehensive indexes are obtained by combining PCA. Determine whether there are specific components in the unknown mixture.<\/jats:p>","DOI":"10.3233\/faia200801","type":"book-chapter","created":{"date-parts":[[2020,12,3]],"date-time":"2020-12-03T11:51:38Z","timestamp":1606996298000},"source":"Crossref","is-referenced-by-count":0,"title":["Detection of Specific Components in a PCA Mixture"],"prefix":"10.3233","author":[{"given":"Jin","family":"Xie","sequence":"first","affiliation":[{"name":"School of Mathematics and Statistics, Lanzhou University, China"}]},{"given":"Zian","family":"Zheng","sequence":"additional","affiliation":[{"name":"School of Information Science and Engineering, Lanzhou University, China"}]},{"given":"Jian","family":"Gao","sequence":"additional","affiliation":[{"name":"College of Chemistry and Chemical Engineering, Lanzhou University, China"}]}],"member":"7437","container-title":["Frontiers in Artificial Intelligence and Applications","Machine Learning and Artificial Intelligence"],"original-title":[],"link":[{"URL":"http:\/\/ebooks.iospress.nl\/pdf\/doi\/10.3233\/FAIA200801","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,12,3]],"date-time":"2020-12-03T11:51:39Z","timestamp":1606996299000},"score":1,"resource":{"primary":{"URL":"http:\/\/ebooks.iospress.nl\/doi\/10.3233\/FAIA200801"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,12,2]]},"references-count":0,"URL":"https:\/\/doi.org\/10.3233\/faia200801","relation":{},"ISSN":["0922-6389","1879-8314"],"issn-type":[{"value":"0922-6389","type":"print"},{"value":"1879-8314","type":"electronic"}],"subject":[],"published":{"date-parts":[[2020,12,2]]}}}